Research

Publications

1.  Nicole Acosta, Maria A Bautista, Barbara J Waddell, Kristine Du, Janine McCalder, Puja Pradhan, Navid Sedaghat, Chloe Papparis, Alexander Buchner Beaudet, Jianwei Chen, Jennifer Van Doorn, Kevin Xiang, Leslie Chan, Laura Vivas, Kashtin Low, Xuewen Lu, Jangwoo Lee, Paul Westlund, Thierry Chekouo, Xiaotian Dai, Jason Cabaj, Srijak Bhatnagar, Norma Ruecker, Gopal Achari, Rhonda G Clark, Craig Pearce, Joe J Harrison, Jon Meddings, Jenine Leal, Jennifer Ellison, Bayan Missaghi, Jamil N Kanji, Oscar Larios, Elissa Rennert‐May, Joseph Kim, Steve E Hrudey, Bonita E Lee, Xiaoli Pang, Kevin Frankowski, John Conly, Casey RJ Hubert, Michael D Parkins, (2023) Surveillance for SARS-CoV-2 and its variants in wastewater of tertiary care hospitals correlates with increasing case burden and outbreaks, Journal of Medical Virology, In press. 

2. Nicole Acosta, María A Bautista, Barbara J Waddell, Janine McCalder, Alexander Buchner Beaudet, Lawrence Man, Puja Pradhan, Navid Sedaghat, Chloe Papparis, Andra Bacanu, Jordan Hollman, Alexander Krusina, Danielle A Southern, Tyler Williamson, Carmen Li, Srijak Bhatnagar, Sean Murphy, Jianwei Chen, Darina Kuzma, Rhonda Clark, Jon Meddings, Jia Hu, Jason L Cabaj, John M Conly, Xiaotian Dai, Xuewen Lu, Thierry Chekouo, Norma J Ruecker, Gopal Achari, M Cathryn Ryan, Kevin Frankowski, Casey RJ Hubert, Michael D Parkins (2022), Longitudinal SARS-CoV-2 RNA Wastewater Monitoring Across a Range of Scales Correlates with Total and Regional COVID-19 Burden in a Well-Defined Urban Population, Water Research, 118611

3. Meng Wang, Tolulope T Sajobi, Zahinoor Ismail, Dallas Seitz, Thierry Chekouo, Nils D Forkert, Karyn Fischer, Aaron Mackie, Dawn Pearson, David Patry, Alicja Cieslak, Bijoy Menon, Philip Barber, Brienne McLane, Robert Granger, David B Hogan, Eric E Smith (2022), A pragmatic dementia risk score for patients with mild cognitive impairment in a memory clinic population: Development and validation of a dementia risk score using routinely collected data, Alzheimer's & Dementia: Translational Research & Clinical Interventions 8 (1) e12301

4. Danika Lipman, Sandra E Safo, Thierry Chekouo (2022), Multi-omic analysis reveals enriched pathways associated with COVID-19 and COVID-19 severit, PloS one 17 (4), e0267047

5. Xiaotian Dai, David Champredon, Aamir Fazil, Chand S Mangat, Shelley W Peterson, Edgard M Mejia, Xuewen Lu, Thierry Chekouo (2022), Statistical framework to support the epidemiological interpretation of SARS-CoV-2 concentration in municipal wastewater, Scientific Reports 12 (1), 13490.

6.  Meng Wang, Matthew Greenberg, Nils D Forkert, Thierry Chekouo, Gabriel Afriyie, Zahinoor Ismail, Eric E Smith, Tolulope T Sajobi (2022), Dementia risk prediction in individuals with mild cognitive impairment: a comparison of Cox regression and machine learning models, BMC Medical Research Methodology 22 (1), 284

7. Meng Wang, Eric E Smith, Nils Daniel Forkert , Thierry Chekouo, Zahinoor Ismail, Aravind Ganesh,Tolulope Sajobi (2021), Integrating expert knowledge for dementia risk prediction in individuals with mild cognitive impairment (MCI): a study protocol, BMJ Open, 11:e051185. doi: 10.1136/bmjopen-2021-051185[pdf]

8. Xin Chen, Qingrun Zhang and Thierry Chekouo (2021), Filtering High-Dimensional Methylation Marks With Extremely Small Sample Size: An Application to Gastric Cancer Data, Frontiers in genetics, Computational genomics, 12: 705708. doi: 10.3389/fgene.2021.705708 [pdf]

9. Weibing Li and Thierry Chekouo (2021), Bayesian group selection with non-local priors, Computational Statistics, https://doi.org/10.1007/s00180-021-01115-1. [paper]

10. Thierry Chekouo and Sandra Safo (2021), Bayesian integrative analysis and prediction with application to atherosclerosis cardiovascular disease, Biostatistics,  kxab016, https://doi.org/10.1093/biostatistics/kxab016 [pdf]

11. Thierry Chekouo, Shariq Mohammed and  Arvind Rao (2020), A Bayesian 2D functional linear model for gray-level co-occurrence matrices in texture analysis of lower grade gliomas, NeuroImage: Clinical,  Volume 28, Article 102437 [pdf]

12. Eric Jeffords, Samuel Freeman, Breanna Cole, Kate Root, Thierry Chekouo, Richard G Melvin, Lynne Bemis, Glenn E Simmons Jr (2020), Y‑box binding protein 1 acts as a negative regulator of stearoyl CoA desaturase 1 in clear cell renal cell carcinoma, Oncology Letters, Volume 20, Number 5, 165 [pdf]

13. Thierry Chekouo, Francesco C Stingo, Caleb A Class, Yuanqing Yan, Zachary Bohannan, Yue Wei, Guillermo Garcia-Manero, Samir Hanash, Kim-Anh Do (2020), Investigating protein patterns in human leukemia cell line experiments: A Bayesian approach for extremely small sample sizes,  Statistical methods in medical research, Volume 29, Number 4, pages 1181-1196 [pdf]

14. Thierry Chekouo  and Alejandro Murua (2018), High-dimensional Variable Selection with the Plaid Mixture Model for Clustering, Computational Statistics, Springer, vol. 33(3), pages 1475-1496 [pdf.view.only]

15. Thierry Chekouo, Francesco C. Stingo, James D. Doecke and Kim-Anh Do (2017), A Bayesian integrative approach for multi-platform genomics data: a kidney cancer case study, Biometrics, Vol. 73, Issue 2, pages 615-623 [pdf]. 

16. Thierry Chekouo, Francesco Stingo, Michele Guindani and Kim-Anh  Do (2016), A Bayesian predictive model for imaging genetics with application to schizophrenia, The Annals of Applied Statistics, Volume 10, Number 3 (2016), 1547-1571. [pdf]

17. Thierry Chekouo, Alejandro Murua and Wolfgang Raffelsberger W. (2015), The Gibbs-plaid Biclustering Model, The Annals of Applied Statistics, Vol. 9, No. 3, 1643-1670. [pdf]

18. Thierry Chekouo  and Alejandro Murua  (2015), The Penalized Biclustering model and Related Algorithms, Journal of Applied Statistics,  vol. 42, issue 6, pages 1255-1277. [pdf]

19. Thierry Chekouo, Francesco C. Stingo, James D. Doecke and Kim-Anh Do (2015), miRNA-Target Gene Regulatory Networks: A Bayesian Integrative Approach to Biomarker Selection with Application to Kidney Cancer, Biometrics, Vol. 71, Issue 2, pages 428-438  [pdf]

20. James D. Doecke, Thierry T. Chekouo, Francesco Stingo and Kim-Anh Do (2014), miRNA target gene identification: Sourcing miRNA target gene relationships for the analyses of TCGA illumina MiSeq and RNA-Seq hiseq platform data, International Journal of Human Genetics. 14(1):17-22. [pdf]

My Google  Scholar link is here